A deep multiple self-supervised clustering model based on autoencoder networks by Ling Zhu, Zijin Liu, Guangyu Liu

“…The proposed model effectively integrates the advantages of autoencoder and fuzzy C-Means clustering, performing multi-level clustering evaluations throughout multiple iterations of the autoencoder network training process. It leverages a gradient-like approach for data reconstruction, enabling the autoencoder to learn features more conducive to clustering, thereby enhancing clustering performance. …”
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Mathematical model of root crops heads cleaner by V. V. Adamchuk, V. M. Bulgakov

“…The authors determined a necessary force of contact of a drum with a head in any point for ensuring process of a doffing of the top remains from a root crop head. …”
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Self-driving lab for the photochemical synthesis of plasmonic nanoparticles with targeted structural and optical properties by Tianyi Wu, Sina Kheiri, Riley J. Hickman, Huachen Tao, Tony C. Wu, Zhi-Bo Yang, Xin Ge, Wei Zhang, Milad Abolhasani, Kun Liu, Alan Aspuru-Guzik, Eugenia Kumacheva

“…Finding reaction conditions for the synthesis of nanoparticles with targeted characteristics is a time-consuming and resource-intensive trial-and-error process, however closed-loop nanoparticle synthesis enables the accelerated exploration of large chemical spaces without human intervention. …”
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Del análisis de la transmisión al análisis de la construcción: la emergencia del paradigma cognitivo en la educación en Colombia / From the analysis of the transmission to the ana... by Bernardo Barragán Castrillón

“…This allows us to conclude that the field of the learning produces a positive technology of the power that as historical process turns out to be very important to analyze. …”
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Analysis of Gearbox Bearing Fault Diagnosis Method Based on 2D Image Transformation and 2D-RoPE Encoding by Xudong Luo, Minghui Wang, Zhijie Zhang

“…The constructed RoPE-DWTrans model implemented a unified feature extraction process, significantly improving cross-dataset adaptability and model performance. …”
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آموزش مهارت نوشتار از طریق عبارات پیش‌ساخته: روش نوینی در آموزش مهارت نوشتار by بهزاد قنسولی هزاره, محمدصابر خاقانی‌نژاد, حسام‌الدین شهریاری احمدی

“…بر خلاف روش‌های رایج آموزش مهارت نوشتار، این روش علاوه بر آموزش دستور و واژگان زبان به آموزش نوشتار فرآیندی نیز (process writing) اهتمام می‌ورزد. دو گروه 30 نفره از زبان‌آموزان در این پژوهش شرکت داشته که یکی بر اساس این روش نوین و دیگری بر پایه آموزش دستور و واژگان به فراگیری مهارت نوشتار پرداخته‌اند. …”
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Voci dall’Inferno: Dante per esprimere l’indicibile by Elvira Mercatanti, Angelo Mario Del Grosso, Marina Riccucci

“…Each typology has structural, functional and semantic differences that must be identified and appropriately represented during the encoding process. The construction of the digital corpus makes it possible firstly to collect, encode and preserve non-literary testimonies, and secondly to use computational tools and methods to study, analyse and deepen these sources. …”
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Almost All Carbon/Oxygen White Dwarfs Can Host Double Detonations by Ken J. Shen, Samuel J. Boos, Dean M. Townsley

“…However, past theoretical studies of the explosion process have assumed relatively ad hoc initial conditions for the helium shells in which the double detonations begin. …”
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Mechanisms and modelling of diffusion in solids: a multiscale framework with industrial case studies and AI enhancements by Obinna Onyebuchi Barah, Faith Natukunda, Ige Bori, Kelechi John Ukagwu

“…The review also explores the emerging role of artificial intelligence (AI) and machine learning (ML) in predicting diffusion coefficients, activation barriers, and optimal processing conditions. These tools enable inverse design workflows and are increasingly applied in surface treatment design, grain boundary engineering, and coating development. …”
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Conventional and Novel Strategies for Cellulose Isolation from Nut Shells: A Review by Andrea Están, Mónica Umaña, Valeria S. Eim, Gabriela Clemente, Susana Simal

“…Therefore, it also reveals the need for further research, focusing on process scalability, cost-efficiency, and environmental impact. …”
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General characteristics of adjuvants and their mechanisms of action (part 2) by N. А. Alpatova, Zh. I. Avdeeva, S. L. Lysikova, O. V. Golovinskaya, L. A. Gayderova, V. P. Bondarev

“…One of the major public health challenges today is development of new vaccines and technologies to optimize the vaccination process. There is a growing scientific interest in vaccine adjuvants that enhance vaccine immunogenicity. …”
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RODA-OOD: Robust Domain Adaptation from Out-of-Distribution Data by Jaekyun Jeong, Mangyu Lee, Sunguk Yun, Keejun Han, Jungeun Kim

“…In practice, Out-Of-Distribution (OOD) data which do not share labels with the existing data may also be collected during the target data collection process. These OOD data introduce noise and confusion, leading to decreased performance during adaptation. …”
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Preventing and Combatting Domestic Violence: Incrementalism and Interest Groups in Ukrainian Public Policy by Veronika Puhach, Oleksandr Demianchuk

“…This article turns to incrementalism and interest-group analysis for an exploration of both the challenges in ratifying the Istanbul Convention in Ukraine and the policy-making process that was adopted on account of those challenges. …”
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Impact of Different Oxygen Supply Methods on the Healing of Corneal Epithelial Wound and the Level of Acetylcholine by Shanshan Li, Gang Ding, Yuqin Sun, Chenming Zhang

“…Acetylcholine may play an important role in the early process of corneal epithelial wound healing.…”
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Ways of Chinese car industry formation by Nikolay D. Keosya

“…It has been revealed that one of the most effective measures taken by the Chinese government is not so much the scaling up of production volumes, as China’s foreign economic expansion into foreign markets and the internalization of the production process. It is also shown that a significant disadvantage of the Chinese automotive industry is its dependence on foreign components, which today forces the Chinese government to change the economic development model to some extent and turn to import substitution.…”
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NbN-based Josephson junctions grown by plasma-assisted molecular beam epitaxy by Artur Lachowski, Paweł Wolny, Krzysztof Dybko, Mikołaj Chlipała, Krzesimir Nowakowski-Szkudlarek, Mateusz Hajdel, Mikołaj Żak, Anna Feduniewicz, Marta Sawicka, Witold Chromiński, Ewa Grzanka, Czesław Skierbiszewski

“…Abstract Improved process for the growth of NbN by plasma-assisted molecular beam epitaxy (PAMBE) is needed for the fabrication of Josephson junctions, that are building blocks of qubits in quantum computers. …”
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Physics informed neural networks for fluid flow analysis with repetitive parameter initialization by Jongmok Lee, Seungmin Shin, Taewan Kim, Bumsoo Park, Ho Choi, Anna Lee, Minseok Choi, Seungchul Lee

“…Furthermore, principal component analysis confirmed its capability to dynamically modulate model parameters during the training process. These results show the effectiveness of the proposed training strategy in addressing stiff fluid problems. …”
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Communicating the use of artificial intelligence in agricultural and environmental research by Aaron Lee M. Daigh, Samira H. Daroub, Peter M. Kyveryga, Mark E. Sorrells, Nithya Rajan, James A. Ippolito, Endy Kailer, Christine S. Booth, Umesh Acharya, Deepak Ghimire, Saurav Das, Bijesh Maharjan, Yufeng Ge

“…Clear communication is perhaps more necessary with AI than previous technologies due to its broad and flexible spectrum of uses, the “black‐box” nature of deep‐learning algorithms, and ongoing debates regarding AI's predictive power versus knowledge of first‐principles mechanistic and process‐based theories and models. In this commentary, we provide guidelines and discussion points to the scientific community to ensure transparent and effective communication of AI research in agricultural and environmental research publications.…”
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Evaluating the Equity of Female Representation for Determining the Safety and Efficacy of Ibuprofen: An Analysis of the Supporting Evidence for Canadian Ibuprofen Product Monograph... by Kiriana Blackwell, Nicole Tegg, Jenna Semmens, Sofia B. Ahmed, Colleen M. Norris

“…Methods: Product monographs for all currently marketed ibuprofen products in Canada were retrieved from the Government of Canada Drug Product Database. A systematic process was used to screen the monograph references for human clinical trials published in English for inclusion. …”
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INTERSTITIAL LUNG DISEASE ASSOCIATED WITH SYSTEMIC SCLEROSIS by L. P. Ananyeva

“…In SS, lung injury is due to an arterial lesion and/or a fibrotic process in the lung parenchyma and occurs as two major syndromes that are rarely concurrent in one patient; these are pulmonary arterial hypertension and interstitial lung disease (ILD). …”
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